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The Elements of Statistical Learning: Data Mining, Inference, and Predictio…


This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised…

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The Elements Of Statistical Learning

ISBN 10 : 9780387216065
ISBN 13 : 0387216065

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biolog..


Data Analysis And Graphics Using R

ISBN 10 : 9781139486675
ISBN 13 : 1139486675

Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, p..


Ensemble Methods In Data Mining

ISBN 10 : 9781608452842
ISBN 13 : 1608452840

"Ensemble methods have been called the most influential development in Data Mining and Machine Learning in the past decade. They combine multiple models into one usually more accur..


Designing Quantitative Experiments

ISBN 10 : 3642115896
ISBN 13 : 9783642115899

Early in my career I was given the task of designing a sub-critical nuclear reactor facility that was to be used to perform basic research in the area of reactor physics. We planne..


Statistics

ISBN 10 : 1884233597
ISBN 13 : 9781884233593

This - one of a kind - book offers a comprehensive, almost encyclopedic presentation of statistical methods and analytic approaches used in science, industry, business, and data mi..


Evidence Based Technical Analysis

ISBN 10 : 9781118160589
ISBN 13 : 1118160584

Evidence-Based Technical Analysis examines how you can apply the scientific method, and recently developed statistical tests, to determine the true effectiveness of technical tradi..


Data Analysis Using The Method Of Least Squares

ISBN 10 : 9783540317203
ISBN 13 : 3540317201

Develops the full power of the least-squares method Enables engineers and scientists to apply the method to their specific problem Deals with linear as well as with non-linear leas..


Data Mining Algorithms

ISBN 10 : 9781118332580
ISBN 13 : 111833258X

"This book narrows down the scope of data mining by adopting a heavily modeling-oriented perspective"--..



Eighth International Work Conference On Artificial And Natural Neural Networks

ISBN 10 : 9783540262084
ISBN 13 : 3540262083

This book constitutes the refereed proceedings of the 8th International Workshop on Artificial Neural Networks, IWANN 2005, held in Vilanova i la Geltrú, Barcelona, Spain in June ..